16 Artificial Intelligence projects from ... - Deloitte

1 16 artificial intelligence projects from Deloitte Practical cases of applied AIUnleash the power of AI for your organizationIntroduction 5 TAX & LEGAL TAX-I: your virtual legal research assistant 10An AI benchmark study of transfer pricing 12 SONAR: find labelling errors in databases 14 Transaction detector with regard to the Dutch work cost regulations 16 AUDITGRAPA: assistance with risk strategies 18 Chatbot as a search tool for an online technical library 20 Argus: an eye for detail 21 CONSULTING HR agent Edgy: the future of Human Resources 24 Virtual assistents: beyond the hype 26 RISK ADVISORYU sing machine learning to assess risks for insurance policies 28 Predicting payment behaviour 30 DocQMiner: contract analysis through AI 31 Eagle Eye.

2 Using the web for early detection of credit migrations 32 FINANCIAL ADVISORY SERVICESC ombating welfare fraud with machine learning 34 Using machine learning and network analytics to search for a needle in a haystack 36 Clustering unstructured information in BrainSpace 37 Table of content16 Artificial Intelligence projects from Deloitte | Practical cases of applied AI03 A computer would deserve to be called intelligent if it could deceive a human into believing that it was human Alan Turing0416 Artificial Intelligence projects from Deloitte | Practical cases of applied AI16 Artificial Intelligence projects from Deloitte | Practical cases of applied AI05 According to some, Artificial Intelligence is the most promising development for the future.

3 From curing cancer to resolving the global hunger crisis, Artificial Intelligence is being presented as the solution to all of our problems. Others, however, regard it as a threat Artificial Intelligence may potentially give rise to unemployment and inequality, and could even jeopardize the continued existence of humankind. As the technology entrepreneur Elon Musk put it: The benign scenario is that Artificial Intelligence can do any job that humans do but better. IntroductionAccording to some, Artificial Intelligence is the most promising development for the future.

4 From curing cancer to resolving the global hunger crisis, Artificial Intelligence is being presented as the solution to all of our problems. Others, however, regard it as a threat Artificial Intelligence may potentially give rise to unemployment and inequality, and could even jeopardize the continued existence of humankind. As the technology entrepreneur Elon Musk put it: The benign scenario is that Artificial Intelligence can do any job that humans do but better. Deloitte has positioned itself on the optimistic side of that spectrum.

5 We believe that Artificial Intelligence will be extremely helpful to us and to our clients , says Richard Roovers, a partner at Deloitte Netherlands and Innovation Lead Transformational Solutions North-West Europe. Artificial Intelligence will enable us to solve problems that humans are unable, or hardly capable, of solving, explains Richard. Artificial Intelligence is capable of processing massive quantities of data and has the ability to discover patterns that even the smartest mathematicians are unable to find. That in itself opens up a large number of new possibilities.

6 Those new possibilities are what this book is about. The case studies provide an overview of the ways in which Deloitte is working to develop applications incorporating Artificial Intelligence both internally and for use with clients. The applications are diverse, make use of different technologies and can be found in a diverse range of industries. This shows that aside from all of the predictions for the future, Artificial Intelligence has already been a reality in the business sector for some time and forms a resource that could possibly provide your company with a decisive is AI?

7 Artificial Intelligence (AI) is a collective term for the science that is trying to make systems intelligent. The definition, however, has not been definitely outlined: the type of behaviour by a computer that we regard as intelligent is shifting as technology achieves new advances. Systems that we would have called intelligent back in the 1980s such as a smart lift system or auto-navigation have now become such a regular part of everyday life that some people no longer include them under the heading of Artificial Intelligence .

8 The British mathematician, Alan Turing (1912 1954), was one of the pioneers in the field of Artificial Intelligence . According to Turing, a computer would deserve to be called intelligent if it could deceive a human into believing that it was human . That is the approach adopted by the Turing test: people must be able to chat with a human being and a computer program 16 artificial intelligence projects from Deloitte | Practical cases of applied AI06 neither of which can be seen and then must guess which one was the human and which one was the machine.

9 If the computer is selected, it has passed the Turing test and is therefore intelligent . The downside of that definition is that a human judgement is used as a reference. The results of Turing tests show that some people easily assume that relatively unintelligent programs are actually intelligent. Other definitions of Artificial Intelligence therefore emphasise the self-teaching methods and other advanced forms of data analysis that are used. In the meantime, a whole host of technologies associated with Artificial Intelligence have been developed the most important ones can be found in the list of terms.

10 Why are we suddenly hearing so much about Artificial Intelligence ? As an area of research, Artificial Intelligence has been around for decades, but only in the past few years have things begun to develop at a rapid pace. There are a number of reasons for this. First of all, the advent of the internet and the large-scale use of sensors generated unprecedented amounts of data in the case of AI technologies, this was a significant development, as they are actually based on the analysis of a large number of examples. Secondly, the emergence of cloud-based services massively simplified and increased access to storage and computing power for businesses.